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Best Natural Language Processing Software in 2026

  1. 01 Azure AI Speech
    Free plan Web · API · Self-hosted
    8.5 Visit Specs
  2. 02 spaCy

    spaCy suits developers building and deploying NLP applications, especially those processing large volumes of text.

    Free plan Windows · macOS · Linux · Self-hosted
    8.4 Visit Specs
  3. 03 Relative Insight
    Free trial Web
    7.3 Visit Specs
  4. 04 Symanto

    It suits organizations analyzing customer or employee text across reviews and uploaded datasets.

    Web · API
    6.9 Visit Specs
  5. 05 Apache UIMA
    Windows · macOS · Linux
    6.2 Visit Specs
  6. 06 Amazon ComprehendAmazon Web Services (AWS)
    Web · API
    6.1 Visit Specs
  7. 07 Expert.ai Platform
    Web
    6.0 Visit Specs
  8. 08 fastText
    Web · macOS · Linux
    6.0 Visit Specs
  9. 09 Flair
    Windows · macOS · Linux
    6.0 Visit Specs
  10. 10 Gensim
    Windows · macOS · Linux
    6.0 Visit Specs
  11. 11 Apache OpenNLP
    5.9 Visit Specs
  12. 12 DeepPavlov
    Linux
    5.9 Visit Specs
  13. 13 HanLP
    Windows · macOS · Linux
    5.9 Visit Specs
  14. 14 Hugging Face Transformers
    Windows · macOS · Linux
    5.9 Visit Specs
  15. 15 Lexalytics
    Web
    5.8 Visit Specs
  16. 16 MALLET
    Windows · macOS · Linux
    5.8 Visit Specs
  17. 17 NLTK
    Windows · macOS · Linux
    5.8 Visit Specs
  18. 18 Google Cloud Natural Language APIGoogle Cloud (Google LLC)
    API
    5.7 Visit Specs
  19. 19 PaddleNLP
    Windows · macOS · Linux
    5.7 Visit Specs
  20. 20 Polyglot
    Windows · macOS · Linux
    5.7 Visit Specs
  21. 21 Spark NLP
    Windows · macOS · Linux
    5.7 Visit Specs
  22. 22 Luminoso
    Web
    5.6 Visit Specs
  23. 23 Stanford CoreNLP
    Windows · macOS · Linux
    5.5 Visit Specs
  24. 24 UDPipe
    Windows · macOS · Linux
    5.4 Visit Specs
  25. 25 TextRazor
    Web
    5.3 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

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